Mathematics for Data Science - Essential Math for Machine Learning

Mathematics for Data Science - Essential Math for Machine Learning

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Case Study: Lockdown Impact on COVID-19 Spread

5 of 13

5 of 13

Case Study: Lockdown Impact on COVID-19 Spread

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Mathematics for Data Science - Essential Math for Machine Learning

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  1. 1 Agenda
  2. 2 What is Data Science?
  3. 3 Skills required to become a Data Scientist
  4. 4 Case Study: Predict House Prices
  5. 5 Case Study: Lockdown Impact on COVID-19 Spread
  6. 6 Case study: COVID-19 Positive Rate Analysis
  7. 7 Case Study: COVID-19 Detction
  8. 8 Important steps in Data Science
  9. 9 Probability & Statistics
  10. 10 Machine Learning
  11. 11 Deep Learning
  12. 12 Model Performance Optimization
  13. 13 Summary

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